Halder, Sebastian and Matran-Fernandez, Ana and Nawaz, Rab and Lopes da Silva, Marina and Bertoni, Tommaso and Noel, Jean-Paul and Jöhr, Jane and Serino, Andrea and Diserens, Karin and Scherer, Reinhold and Perdikis, Serafeim (2024) To repeat or not to repeat? Erp-based assessment of the level of consciousness - a case study. In: 9th Graz Brain-Computer Interface Conference 2024, 2024-09-09 - 2024-09-12, Graz, Austria.
Halder, Sebastian and Matran-Fernandez, Ana and Nawaz, Rab and Lopes da Silva, Marina and Bertoni, Tommaso and Noel, Jean-Paul and Jöhr, Jane and Serino, Andrea and Diserens, Karin and Scherer, Reinhold and Perdikis, Serafeim (2024) To repeat or not to repeat? Erp-based assessment of the level of consciousness - a case study. In: 9th Graz Brain-Computer Interface Conference 2024, 2024-09-09 - 2024-09-12, Graz, Austria.
Halder, Sebastian and Matran-Fernandez, Ana and Nawaz, Rab and Lopes da Silva, Marina and Bertoni, Tommaso and Noel, Jean-Paul and Jöhr, Jane and Serino, Andrea and Diserens, Karin and Scherer, Reinhold and Perdikis, Serafeim (2024) To repeat or not to repeat? Erp-based assessment of the level of consciousness - a case study. In: 9th Graz Brain-Computer Interface Conference 2024, 2024-09-09 - 2024-09-12, Graz, Austria.
Abstract
Determination of the wakefulness and consciousness state in patients with disorders of consciousness (DOC) is vital for clinical decision-making. Typically, behavioral indicators and motor responses are employed. Recent advancements in neuroimaging have enabled motor independent assessment of DOC patients. We present a single-case analysis of a 24-year-old female, selected from a sample of n=77 patients, diagnosed with a DOC. We investigated the single-trial classification of stimuli within the peri-personal space (PPS) using event related potential (ERP) features. Data from two sessions, conducted ten days apart, were analysed. We observed significant differences in classification accuracies between sessions (high in session one, low in session two), which did not correspond to the patient’s recovery from UWS to MCS. ERP analyses confirmed the difference between sessions, supporting the observedchanges in classification accuracies. Our study underscores the importance of longitudinal assessments to accurately diagnose DOC patients. In future research we aim to expand our analyses to the full dataset.
Item Type: | Conference or Workshop Item (Paper) |
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Additional Information: | Published proceedings: _not provided_ |
Divisions: | Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 23 Jan 2025 21:35 |
Last Modified: | 23 Jan 2025 21:44 |
URI: | http://repository.essex.ac.uk/id/eprint/38339 |
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Filename: 9th_bci_conference_056.pdf
Licence: Creative Commons: Attribution 4.0